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Robust Kalman filters based on the sub-Gaussian α-stable distribution
Pengcheng Hao
,
Oktay Karakus
,
Alin Achim
Published: 01 Jan 2024, Last Modified: 25 Jan 2025
Signal Process. 2024
Everyone
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CC BY-SA 4.0
Abstract:
Highlights•A robust Kalman filtering framework based on the sub-Gaussian α<math><mi is="true">α</mi></math>-stable distribution.•Development of four MMSE estimators for the scale function.•Filtering under heavy-tailed noise.
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